The office felt smaller than usual, the walls closing in. He sat opposite the new hire, Jessica, who seemed annoyingly perky. He felt a tremor in his leg, a restless tapping that he couldn't control.

He had avoided this day for as long as possible. The thought of training someone else, of revealing all his secrets, had been a constant source of stress. He found himself stumbling over the simplest explanations, forgetting details he'd memorized years ago.

He kept glancing at the door, as though expecting someone to burst in and call the whole thing off. The knot in his stomach tightened with each passing minute. He rubbed his temples, trying to ease the pressure building behind his eyes. He longed for the end of the day, for the reprieve that sleep would hopefully bring.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion anxious. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 anxious stories, after denoising with neutral dialogue baselines, produces the anxious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the anxious vector is projected through the unembedding matrix.

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256